Product Discovery for Proto’s AI Clinic Operations OS
Case Study: The Proto
Proto is building an AI-powered operating system for direct-to-patient clinics. Melt Studio supported early product discovery with design, architectural definition, and user story refinement during a July–August 2025 engagement.
THE CHALLENGE
Structuring Stories for an AI Clinic Ops Platform
Proto’s backlog evolved quickly, with many user stories created on demand. The team wanted stronger architecture direction and sharper story refinement to keep delivery moving and align with stakeholders across a local-time cadence.
INITIAL STATE
OUR SOLUTION
Design and Architecture Support to Accelerate Execution
Requirements
Clarifying What Matters Most
We translated on-demand requests into well-scoped user stories, clarifying acceptance criteria and making prioritization easier for the team.
Application
Design + Architecture Direction
Mauricio, our Frontend/Full Stack Developer provided design work and architectural definition, creating a clearer foundation for building an AI-powered clinic operations platform.
Prototype
Release
Design work for the AI-powered clinic operations platform.
Architectural definition to create a clearer technical foundation.
User story refinement translating on-demand requests into well-scoped stories.
DELIVER STATE
CUSTOMER FEEDBACK
Positive Stakeholder Feedback on Design & Direction
Despite challenging project circumstances, lack of formal planning of on-demand scheduling conflicts, the client contacts (Vihar and Nicholas) expressed satisfaction with the earlier work. The engagement concluded by mutual agreement on August 15, 2025.
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We have delivered products for startups from Anchorage to New York.
Blake Butterwoth
Litlingo
March 20, 2021
I'm impressed by something on a weekly basis. Most recently I've been happy to see the melt studio engineers knocking out tech debt on with minimum direction from me.
March 20, 2021
Tristana Nesvig Trani
StyrelQ
August 5, 2025
THANK YOU for everything! Melt has been an incredible guide throughout this journey. I truly enjoy the process of understanding and defining a product—it’s the part I love the most.
August 5, 2025
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